Laurent Perrinet
Institution:
CNRS Marseille, Marseille, Provence-Alpes-Côte d'Azur, FranceArea:
Visual system, computational neuroscienceWebsite:
https://laurentperrinet.github.io/Google:
"Laurent Perrinet"Bio:
Let’s admit it: brains are not computers. Indeed, computers are still deceptive compared to biological perceptual systems. Think about rapidly detecting a novel object in clutter. Think about performing this with little supervision at a low energetic cost…
To narrow the gap between neuroscience and the theory of sensory processing computations, I am interested in bridging geometrical regularities found in natural scenes with the properties of neural computations as they are observed in sensory processes or behavior.
Mean distance: 14.26 (cluster 29) | S | N | B | C | P |
Cross-listing: Computational Biology Tree
Parents
Sign in to add mentorManuel Samuelides | grad student | 1999-2003 | CERT - ONERA | |
Simon J. Thorpe | grad student | 1999-2003 | CNRS | |
(Codirection with Manuel Samuelides) | ||||
Guillaume Masson | research scientist | 2004-2015 | Institut de Neurosciences de la Timone UMR 7289 Aix Marseille Université, CNRS |
Children
Sign in to add traineeJean Spezia | research assistant | 2014-2014 | Institut de Neurosciences de la Timone UMR 7289 Aix Marseille Université |
Paula M. Sanz Leon | grad student | INCM - CNRS | |
Jens Kremkow | grad student | 2006-2009 | Institute de Neurosciences Cognitives de la Méditerranée |
Mina Khoei | grad student | 2010-2014 | CNRS Marseille |
Victor Boutin | grad student | 2016-2020 | Aix Marseille Univ, CNRS |
Angelo Franciosini | grad student | 2017-2021 | Aix Marseille Univ, CNRS |
Hugo Ladret | grad student | 2019-2022 | Aix Marseille Univ, CNRS |
Alberto Arturo Vergani | post-doc | ||
Nicole Voges | post-doc | 2008-2010 | CNRS Marseille |
Wahiba Taouali | post-doc | 2012-2015 | CNRS Marseille |
Collaborators
Sign in to add collaboratorJames A. Bednar | collaborator | Edinburgh | ||
Yves Fregnac | collaborator | UNIC, CNRS | ||
Thierry Viéville | collaborator | |||
Peggy Seriès | collaborator | 1990- | Edinburgh | |
Andrea Brovelli | collaborator | 2004- | Institut de Neurosciences de la Timone UMR 7289 Aix Marseille Université, CNRS | |
frederic chavane | collaborator | 2004- | Institut de Neurosciences de la Timone UMR 7289 Aix Marseille Université, CNRS | |
Andrew Davison | collaborator | 2004- | UNIC, CNRS | |
Pascal Mamassian | collaborator | 2004- | CNRS | |
Pierre Yger | collaborator | 2004- | CNRS | |
Laurent Goffart | collaborator | 2010- | Institut de Neurosciences de la Timone UMR 7289 Aix Marseille Université, CNRS | |
María José Escobar | collaborator | 2015- | ||
Adrian Palacios | collaborator | 2015- | ||
Karl John Friston | collaborator | 2010-2012 | UCL | |
(Visiting period on free-energy.) |
Publications
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Grimaldi A, Boutin V, Ieng SH, et al. (2024) A robust event-driven approach to always-on object recognition. Neural Networks : the Official Journal of the International Neural Network Society. 178: 106415 |
Grimaldi A, Perrinet LU. (2023) Learning heterogeneous delays in a layer of spiking neurons for fast motion detection. Biological Cybernetics. 117: 373-387 |
Ladret HJ, Cortes N, Ikan L, et al. (2023) Cortical recurrence supports resilience to sensory variance in the primary visual cortex. Communications Biology. 6: 667 |
Boutin V, Franciosini A, Chavane F, et al. (2022) Pooling strategies in V1 can account for the functional and structural diversity across species. Plos Computational Biology. 18: e1010270 |
Barthélemy FV, Fleuriet J, Perrinet LU, et al. (2022) A behavioral receptive field for ocular following in monkeys: Spatial summation and its spatial frequency tuning. Eneuro |
Chavane F, Perrinet LU, Rankin J. (2022) Revisiting horizontal connectivity rules in V1: from like-to-like towards like-to-all. Brain Structure & Function |
Boutin V, Franciosini A, Chavane F, et al. (2021) Sparse deep predictive coding captures contour integration capabilities of the early visual system. Plos Computational Biology. 17: e1008629 |
Boutin V, Franciosini A, Ruffier F, et al. (2020) Effect of Top-Down Connections in Hierarchical Sparse Coding. Neural Computation. 1-31 |
Pasturel C, Montagnini A, Perrinet LU. (2020) Humans adapt their anticipatory eye movements to the volatility of visual motion properties. Plos Computational Biology. 16: e1007438 |
Perrinet LU. (2019) An Adaptive Homeostatic Algorithm for the Unsupervised Learning of Visual Features. Vision (Basel, Switzerland). 3 |